Senior Machine Learning Engineer – Perception/ End-to-End

XPENG is seeking a Senior Machine Learning Engineer to research and develop cutting-edge deep learning algorithms for a unified, end-to-end onboard model. The ideal candidate will have strong expertise in machine learning and deep learning system design, along with solid software development skills.

Requirements

• MS or PhD level education in Engineering or Computer Science with a focus on Deep Learning, Artificial Intelligence, or a related field, or equivalent experience
• Strong experience in applied deep learning including model architecture design, model training, data mining, and data analytics
• 1-3 years + of experience working with DL frameworks such as PyTorch, Tensorflow
• Strong Python programming experience with software design skills
• Solid understanding of data structures, algorithms, code optimization and large-scale data processing
• Excellent problem-solving skills
• Hands on experience in developing DL based planning engine for autonomous driving
• Experience in applying CNN/RNN/GNN, attention model, or time series analysis to real world problems
• Experience in other ML/DL applications, e.g., reinforcement learning
• Experience in DL model deployment and optimization tools such as ONNX and TensorRT

Benefits

• bonus
• equity
• benefits